Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA by Yang, Kaiyuan, Musio, Fabio, Ma, Yihui, Juchler, Norman, Paetzold, Johannes C, Al-Maskari, Rami, Höher, Luciano, Li, Hongwei Bran, Hamamci, Ibrahim Ethem, Sekuboyina, Anjany, Shit, Suprosanna, Huang, Houjing, Prabhakar, Chinmay, de la Rosa, Ezequiel, Waldmannstetter, Diana, Kofler, Florian, Navarro, Fernando, Menten, Martin, Ezhov, Ivan, Rueckert, Daniel, Vos, Iris, Ruigrok, Ynte, Velthuis, Birgitta, Kuijf, Hugo, Hämmerli, Julien, Wurster, Catherine, Bijlenga, Philippe, Westphal, Laura, Bisschop, Jeroen, Colombo, Elisa, Baazaoui, Hakim, Makmur, Andrew, Hallinan, James, Wiestler, Bene, Kirschke, Jan S, Wiest, Roland, Montagnon, Emmanuel, Letourneau-Guillon, Laurent, Galdran, Adrian, Galati, Francesco, Falcetta, Daniele, Zuluaga, Maria A, Lin, Chaolong, Zhao, Haoran, Zhang, Zehan, Ra, Sinyoung, Hwang, Jongyun, Park, Hyunjin, Chen, Junqiang, Wodzinski, Marek, Müller, Henning, Shi, Pengcheng, Liu, Wei, Ma, Ting, Yalçin, Cansu, Hamadache, Rachika E, Salvi, Joaquim, Llado, Xavier, Lal-Trehan Estrada, Uma Maria, Abramova, Valeriia, Giancardo, Luca, Oliver, Arnau, Liu, Jialu, Huang, Haibin, Cui, Yue, Lin, Zehang, Liu, Yusheng, Zhu, Shunzhi, Patel, Tatsat R, Tutino, Vincent M, Orouskhani, Maysam, Wang, Huayu, Mossa-Basha, Mahmud, Zhu, Chengcheng, Rokuss, Maximilian R, Kirchhoff, Yannick, Disch, Nico, Holzschuh, Julius, Isensee, Fabian, Maier-Hein, Klaus, Sato, Yuki, Hirsch, Sven, Wegener, Susanne, Menze, Bjoern

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Extending Multi-modal Contrastive Representations by Wang, Zehan, Zhang, Ziang, Liu, Luping, Zhao, Yang, Huang, Haifeng, Jin, Tao, Zhou, Zhao

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NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts by Zhang, Shudan, Zhao, Hanlin, Liu, Xiao, Zheng, Qinkai, Zehan Qi, Gu, Xiaotao, Zhang, Xiaohan, Dong, Yuxiao, Tang, Jie

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MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes by Ye, Zhenhui, Zhong, Tianyun, Ren, Yi, Jiang, Ziyue, Huang, Jiawei, Huang, Rongjie, Liu, Jinglin, He, Jinzheng, Zhang, Chen, Wang, Zehan, Chen, Xize, Yin, Xiang, Zhou, Zhao

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Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models by Li, Zehan, Hu, Yan, Lane, Scott, Selek, Salih, Shahani, Lokesh, Machado-Vieira, Rodrigo, Soares, Jair, Xu, Hua, Liu, Hongfang, Huang, Ming

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Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers by Huang, Haifeng, Chen, Yilun, Wang, Zehan, Huang, Rongjie, Xu, Runsen, Wang, Tai, Liu, Luping, Cheng, Xize, Zhao, Yang, Pang, Jiangmiao, Zhou, Zhao

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Large Language Models in Mental Health Care: a Scoping Review by Hua, Yining, Liu, Fenglin, Yang, Kailai, Li, Zehan, Na, Hongbin, Yi-han, Sheu, Zhou, Peilin, Moran, Lauren V, Ananiadou, Sophia, Beam, Andrew, Torous, John

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Robust field-free switching using large unconventional spin-orbit torque in an all-van der Waals heterostructure by Zhang, Yiyang, Ren, Xiaolin, Liu, Ruizi, Chen, Zehan, Wu, Xuezhao, Pang, Jie, Wang, Wei, Guibin Lan, Watanabe, Kenji, Taniguchi, Takashi, Shi, Youguo, Yu, Guoqiang, Shao, Qiming

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AutoGLM: Autonomous Foundation Agents for GUIs by Liu, Xiao, Qin, Bo, Liang, Dongzhu, Dong, Guang, Lai, Hanyu, Zhang, Hanchen, Zhao, Hanlin, Iat Long Iong, Sun, Jiadai, Wang, Jiaqi, Gao, Junjie, Shan, Junjun, Liu, Kangning, Zhang, Shudan, Yao, Shuntian, Cheng, Siyi, Yao, Wentao, Zhao, Wenyi, Liu, Xinghan, Liu, Xinyi, Chen, Xinying, Yang, Xinyue, Yang, Yang, Xu, Yifan, Yang, Yu, Wang, Yujia, Xu, Yulin, Zehan Qi, Dong, Yuxiao, Tang, Jie

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Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT by Le, Zhuo, Du, Ruoyi, Han, Xiao, Li, Yangguang, Liu, Dongyang, Huang, Rongjie, Liu, Wenze, Zhao, Lirui, Fu-Yun, Wang, Ma, Zhanyu, Luo, Xu, Wang, Zehan, Zhang, Kaipeng, Zhu, Xiangyang, Liu, Si, Yue, Xiangyu, Liu, Dingning, Ouyang, Wanli, Liu, Ziwei, Yu, Qiao, Li, Hongsheng, Gao, Peng

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FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion by Wang, Zehan, Zhang, Ziang, Cheng, Xize, Huang, Rongjie, Liu, Luping, Ye, Zhenhui, Huang, Haifeng, Zhao, Yang, Jin, Tao, Gao, Peng, Zhou, Zhao

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MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition by Cheng, Xize, Li, Linjun, Jin, Tao, Huang, Rongjie, Wang, Lin, Wang, Zehan, Liu, Huangdai, Wang, Ye, Yin, Aoxiong, Zhou, Zhao

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MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs by Zeng, Zhongshen, Liu, Yinhong, Wan, Yingjia, Li, Jingyao, Chen, Pengguang, Dai, Jianbo, Yao, Yuxuan, Xu, Rongwu, Zehan Qi, Zhao, Wanru, Shen, Linling, Lu, Jianqiao, Tan, Haochen, Chen, Yukang, Zhang, Hao, Shi, Zhan, Wang, Bailin, Guo, Zhijiang, Jia, Jiaya

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WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning by Zehan Qi, Liu, Xiao, Iat Long Iong, Lai, Hanyu, Sun, Xueqiao, Zhao, Wenyi, Yang, Yu, Yang, Xinyue, Sun, Jiadai, Yao, Shuntian, Zhang, Tianjie, Xu, Wei, Tang, Jie, Dong, Yuxiao

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WavChat: A Survey of Spoken Dialogue Models by Ji, Shengpeng, Chen, Yifu, Fang, Minghui, Zuo, Jialong, Lu, Jingyu, Wang, Hanting, Jiang, Ziyue, Long, Zhou, Liu, Shujie, Cheng, Xize, Yang, Xiaoda, Wang, Zehan, Yang, Qian, Li, Jian, Jiang, Yidi, He, Jingzhen, Chu, Yunfei, Xu, Jin, Zhou, Zhao

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Strong magnon-magnon coupling in an ultralow damping all-magnetic-insulator heterostructure by Liu, Jiacheng, Xiong, Yuzan, Liang, Jingming, Wu, Xuezhao, Liu, Chen, Shun Kong Cheung, Ren, Zheyu, Liu, Ruizi, Christy, Andrew, Chen, Zehan, Ferris Prima Nugraha, Xi-Xiang, Zhang, Leung, Chi Wah, Zhang, Wei, Shao, Qiming

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Connecting Multi-modal Contrastive Representations by Wang, Zehan, Zhao, Yang, Cheng, Xize, Huang, Haifeng, Liu, Jiageng, Tang, Li, Li, Linjun, Wang, Yongqi, Yin, Aoxiong, Zhang, Ziang, Zhou, Zhao

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VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents by Liu, Xiao, Zhang, Tianjie, Gu, Yu, Iat Long Iong, Xu, Yifan, Song, Xixuan, Zhang, Shudan, Lai, Hanyu, Liu, Xinyi, Zhao, Hanlin, Sun, Jiadai, Yang, Xinyue, Yang, Yu, Zehan Qi, Yao, Shuntian, Sun, Xueqiao, Cheng, Siyi, Zheng, Qinkai, Yu, Hao, Zhang, Hanchen, Hong, Wenyi, Ding, Ming, Pan, Lihang, Gu, Xiaotao, Zeng, Aohan, Du, Zhengxiao, Song, Chan Hee, Su, Yu, Dong, Yuxiao, Tang, Jie

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ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools by Team GLM, Zeng, Aohan, Xu, Bin, Bowen, Wang, Zhang, Chenhui, Yin, Da, Zhang, Dan, Rojas, Diego, Feng, Guanyu, Zhao, Hanlin, Lai, Hanyu, Yu, Hao, Wang, Hongning, Sun, Jiadai, Zhang, Jiajie, Cheng, Jiale, Gui, Jiayi, Tang, Jie, Zhang, Jing, Sun, Jingyu, Li, Juanzi, Zhao, Lei, Wu, Lindong, Zhong, Lucen, Liu, Mingdao, Huang, Minlie, Zhang, Peng, Zheng, Qinkai, Lu, Rui, Duan, Shuaiqi, Zhang, Shudan, Cao, Shulin, Yang, Shuxun, Weng Lam Tam, Zhao, Wenyi, Liu, Xiao, Xia, Xiao, Zhang, Xiaohan, Gu, Xiaotao, Lv, Xin, Liu, Xinghan, Liu, Xinyi, Yang, Xinyue, Song, Xixuan, Zhang, Xunkai, An, Yifan, Xu, Yifan, Niu, Yilin, Yang, Yuantao, Li, Yueyan, Bai, Yushi, Dong, Yuxiao, Zehan Qi, Wang, Zhaoyu, Yang, Zhen, Du, Zhengxiao, Hou, Zhenyu, Wang, Zihan

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Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity by Wang, Cunxiang, Liu, Xiaoze, Yuanhao Yue, Tang, Xiangru, Zhang, Tianhang, Cheng Jiayang, Yao, Yunzhi, Gao, Wenyang, Hu, Xuming, Zehan Qi, Wang, Yidong, Yang, Linyi, Wang, Jindong, Xie, Xing, Zhang, Zheng, Zhang, Yue

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